Issues

• Grappler MemoryOptimizer TemporaryVariable survives dataset EOF, causing AlreadyExistsError

  type:bug
  tensorflow/tensorflow#130303 · Filter by author FredBill1 opened on Nov 13, 2026
  

• Wrong second derivative of softmax_cross_entropy_with_logits when labels depend on the input

  2.21.0awaiting PR mergecomp:opstype:bug
  tensorflow/tensorflow#130251 · Filter by author bodapatisaikrishna opened on Nov 12, 2026
  

• Complex gradients of multiply_no_nan, xlogy, xlog1py, xdivy, cumprod, segment_prod and unsorted_segment_prod are conjugated wrongly

  2.21.0awaiting PR mergecomp:opstype:bug
  tensorflow/tensorflow#130245 · Filter by author bodapatisaikrishna opened on Nov 12, 2026
  2

  

• [XLA] A dynamic dimension of run-time size 1 is not broadcast: silent wrong shape

  2.21.0awaiting PR mergecomp:opscomp:xlatype:bug
  tensorflow/tensorflow#130232 · Filter by author raindrops-0199 opened on Nov 12, 2026
  

• tf.image.adjust_hue and tf.image.adjust_saturation have no gradient: LookupError under tf.function, silent None in eager

  2.21.0awaiting PR mergecomp:opstype:bug
  tensorflow/tensorflow#130207 · Filter by author bodapatisaikrishna opened on Nov 11, 2026
  1

  

• tf.image.hsv_to_rgb has no gradient: registered NotDifferentiable, tf.GradientTape returns None

  2.21.0awaiting PR mergecomp:opstype:bug
  tensorflow/tensorflow#130205 · Filter by author bodapatisaikrishna opened on Nov 11, 2026
  1

  

• tf.linalg.norm rejects NumPy integer axes (np.int64), while Python ints and np.linalg.norm work

  2.21.0awaiting PR mergecomp:opstype:bug
  tensorflow/tensorflow#130195 · Filter by author Phoebus-Liu opened on Nov 11, 2026
  

• [docs] tf.nn.avg_pool2d / max_pool2d / max_pool_with_argmax: a length-4 ksize/strides with a non-1 batch entry is rejected ("Pooling is not yet supported on the batch dimension"), which the docs do not mention

  2.21.0awaiting PR mergecomp:opstype:docs-bug
  tensorflow/tensorflow#130189 · Filter by author Redempt1onzzZZ opened on Nov 11, 2026
  

• tf.nn.sampled_softmax_loss and tf.nn.nce_loss fail for float16, bfloat16 and float64 inputs

  2.21.0awaiting PR mergecomp:opstype:bug
  tensorflow/tensorflow#130178 · Filter by author Shizoqua opened on Nov 10, 2026
  

• GPU XLA produces nonfinite Conv1D and LayerNorm weights after one finite-loss training step on Blackwell

  2.21.0comp:gpucomp:kerascomp:xlatype:bug
  tensorflow/tensorflow#130169 · Filter by author imaclaine99 opened on Nov 10, 2026
  1

  

• CPU Conv2D segfaults after Eigen temporary allocation failure

  2.21.0awaiting PR mergecomp:corecomp:opstype:bug
  tensorflow/tensorflow#130165 · Filter by author joszamama opened on Nov 10, 2026
  

• [RFC] Add codespell spelling presubmit for changed Python/Markdown files

  type:feature
  tensorflow/tensorflow#130085 · Filter by author delaysystem opened on Nov 8, 2026
  

• tf.math.polyval fails for Python int coefficients with a float x

  2.20.0awaiting PR mergecomp:opstype:bug
  tensorflow/tensorflow#130023 · Filter by author twelfthlabor opened on Nov 6, 2026
  

• tf.Tensor.__dlpack__ rejects a matching dl_device instead of using the zero-copy path

  awaiting PR mergecomp:coretype:bug
  tensorflow/tensorflow#129993 · Filter by author 0z5a opened on Nov 5, 2026
  3

  

• Feature Request: Standalone Training Loop Support for Android on CPU (NPU + GPGPU solutions are discussed too)

  type:feature
  tensorflow/tensorflow#129927 · Filter by author SwuduSusuwu opened on Nov 3, 2026
  13

  

• [Sparse] Support SparseTensorValue in tf.sparse.bincount and validate_sparse_weights

  awaiting PR mergecomp:opstype:feature
  tensorflow/tensorflow#129921 · Filter by author Hrushikesh-ramilla opened on Nov 3, 2026
  

• [Sparse] Validate input and convert SparseTensorValue in tf.sparse.reduce_sum and tf.sparse.reduce_max

  awaiting PR mergecomp:opsTF 2.18type:bug
  tensorflow/tensorflow#129916 · Filter by author Hrushikesh-ramilla opened on Nov 3, 2026
  

• tf.sparse.softmax fails on non-SparseTensor inputs and does not convert SparseTensorValue

  2.21.0awaiting PR mergecomp:opstype:bug
  tensorflow/tensorflow#129908 · Filter by author Hrushikesh-ramilla opened on Nov 3, 2026
  1

  

• tf.sparse.maximum and tf.sparse.minimum fail on non-SparseTensor inputs and do not convert SparseTensorValue

  2.21.0awaiting PR mergecomp:opstype:bug
  tensorflow/tensorflow#129904 · Filter by author Hrushikesh-ramilla opened on Nov 3, 2026
  1

  

• tf.sparse.expand_dims fails on SparseTensorValue and non-SparseTensor inputs

  2.21.0awaiting PR mergecomp:opstype:bug
  tensorflow/tensorflow#129901 · Filter by author Hrushikesh-ramilla opened on Nov 3, 2026
  1

  

• tf.math.igammac / tf.math.igamma: docs list bfloat16 and half, but there is no kernel for them on CPU or GPU

  2.21.0awaiting PR mergecomp:opstype:docs-bug
  tensorflow/tensorflow#129878 · Filter by author Redempt1onzzZZ opened on Nov 3, 2026
  1

  

• tf.image.draw_bounding_boxes raises TypeError when colors argument is omitted in TF 2

  2.21.0awaiting PR mergecomp:opstype:bug
  tensorflow/tensorflow#129799 · Filter by author Hrushikesh-ramilla opened on Nov 1, 2026
  1

  

• [Google Play Services - TFLite] GPU delegate unavailable on Android 17: tflite_gpu_dynamite no longer enabled (worked on Android 16, same Play services build)

  comp:litetype:support
  tensorflow/tensorflow#129748 · Filter by author alifesoftware-work opened on Oct 30, 2026
  1

  

• tf.image.adjust_saturation turns red pixels gray or black on CPU when blue is a few ulps above green

  2.21.0comp:opstype:bug
  tensorflow/tensorflow#129605 · Filter by author usmanmateen opened on Oct 27, 2026
  4

  

• [CUDA] illegal memory read on MaxPoolV2 with qint8 NCHW_VECT_C

  2.20.0awaiting PR mergecomp:gpucomp:opstype:bug
  tensorflow/tensorflow#129587 · Filter by author kokol16 opened on Oct 27, 2026
  2